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     ]
    },
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     "text": [
      "插入数据 2021-02-18 08:59:00.500000 - 2021-02-18 15:00:00.500000 总数量： 23829\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "插入数据 2021-05-14 20:59:00.500000 - 2021-05-14 15:00:00.500000 总数量： 38977\n",
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     ]
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
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     ]
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-04-15 20:59:00.500000 - 2021-04-15 15:00:00.500000 总数量： 39631\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
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     "name": "stdout",
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     ]
    },
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      "<csv.DictReader object at 0x0000028270B4DDC8>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-19 20:59:00.500000 - 2021-03-19 15:00:00.500000 总数量： 41356\n",
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     ]
    },
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     ]
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2020-12-04 20:59:00.500000 - 2020-12-04 15:00:00.500000 总数量： 20105\n",
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     ]
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     ]
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-02-23 20:59:00.500000 - 2021-02-23 15:00:00.500000 总数量： 40387\n",
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      "插入数据 2021-02-10 20:59:00.500000 - 2021-02-10 15:00:00.500000 总数量： 35334\n",
      "载入文件： zn主力连续_20210218.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-02-18 08:59:00.500000 - 2021-02-18 15:00:00.500000 总数量： 18921\n",
      "载入文件： zn主力连续_20210219.csv\n",
      "<csv.DictReader object at 0x000002827021D048>\n",
      "插入数据 2021-02-19 20:59:00.500000 - 2021-02-19 15:00:00.500000 总数量： 36055\n",
      "载入文件： zn主力连续_20210222.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-02-22 20:59:00.500000 - 2021-02-22 15:00:00.500000 总数量： 39500\n",
      "载入文件： zn主力连续_20210223.csv\n",
      "<csv.DictReader object at 0x0000028257E74508>\n",
      "插入数据 2021-02-23 20:59:00.500000 - 2021-02-23 15:00:00.500000 总数量： 36755\n",
      "载入文件： zn主力连续_20210224.csv\n",
      "<csv.DictReader object at 0x0000028257E71048>\n",
      "插入数据 2021-02-24 20:59:00.500000 - 2021-02-24 15:00:00.500000 总数量： 43826\n",
      "载入文件： zn主力连续_20210225.csv\n",
      "<csv.DictReader object at 0x0000028257FA1308>\n",
      "插入数据 2021-02-25 20:59:00.500000 - 2021-02-25 15:00:00.500000 总数量： 46337\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "<csv.DictReader object at 0x0000028257FA1308>\n",
      "插入数据 2021-03-01 20:59:00.500000 - 2021-03-01 15:00:00.500000 总数量： 45236\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-03-02 20:59:00.500000 - 2021-03-02 15:00:00.500000 总数量： 42545\n",
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      "<csv.DictReader object at 0x0000028257E74508>\n",
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      "<csv.DictReader object at 0x0000028270AA6788>\n",
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      "<csv.DictReader object at 0x000002825804DEC8>\n",
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      "<csv.DictReader object at 0x00000282705FFAC8>\n",
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      "<csv.DictReader object at 0x0000028270AC6508>\n",
      "插入数据 2021-03-09 20:59:00.500000 - 2021-03-09 15:00:00.500000 总数量： 43809\n",
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      "<csv.DictReader object at 0x0000028270B05BC8>\n",
      "插入数据 2021-03-10 20:59:00.500000 - 2021-03-10 15:00:00.500000 总数量： 39660\n",
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      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-03-11 20:59:00.500000 - 2021-03-11 15:00:00.500000 总数量： 40052\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-03-15 20:59:00.500000 - 2021-03-15 15:00:00.500000 总数量： 38429\n",
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      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-03-16 20:59:00.500000 - 2021-03-16 15:00:00.500000 总数量： 35550\n",
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      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-03-17 20:59:00.500000 - 2021-03-17 15:00:00.500000 总数量： 32809\n",
      "载入文件： zn主力连续_20210318.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-03-18 20:59:00.500000 - 2021-03-18 15:00:00.500000 总数量： 33560\n",
      "载入文件： zn主力连续_20210319.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-03-19 20:59:00.500000 - 2021-03-19 15:00:00.500000 总数量： 35792\n",
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      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-03-22 20:59:00.500000 - 2021-03-22 15:00:00.500000 总数量： 45834\n",
      "载入文件： zn主力连续_20210323.csv\n",
      "<csv.DictReader object at 0x0000028257E74508>\n",
      "插入数据 2021-03-23 20:59:00.500000 - 2021-03-23 15:00:00.500000 总数量： 44517\n",
      "载入文件： zn主力连续_20210324.csv\n",
      "<csv.DictReader object at 0x0000028257E71048>\n",
      "插入数据 2021-03-24 20:59:00.500000 - 2021-03-24 15:00:00.500000 总数量： 41041\n",
      "载入文件： zn主力连续_20210325.csv\n",
      "<csv.DictReader object at 0x0000028257E74508>\n",
      "插入数据 2021-03-25 20:59:00.500000 - 2021-03-25 15:00:00.500000 总数量： 42132\n",
      "载入文件： zn主力连续_20210326.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-03-26 20:59:00.500000 - 2021-03-26 15:00:00.500000 总数量： 41887\n",
      "载入文件： zn主力连续_20210329.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-29 20:59:00.500000 - 2021-03-29 15:00:00.500000 总数量： 40992\n",
      "载入文件： zn主力连续_20210330.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-03-30 20:59:00.500000 - 2021-03-30 15:00:00.500000 总数量： 38598\n",
      "载入文件： zn主力连续_20210331.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-31 20:59:00.500000 - 2021-03-31 15:00:00.500000 总数量： 39905\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-04-01 20:59:00.500000 - 2021-04-01 15:00:00.500000 总数量： 36129\n",
      "载入文件： zn主力连续_20210402.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-04-02 20:59:00.500000 - 2021-04-02 15:00:00.500000 总数量： 40732\n",
      "载入文件： zn主力连续_20210406.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
      "插入数据 2021-04-06 08:59:00.500000 - 2021-04-06 15:00:00.500000 总数量： 20153\n",
      "载入文件： zn主力连续_20210407.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-04-07 20:59:00.500000 - 2021-04-07 15:00:00.500000 总数量： 33264\n",
      "载入文件： zn主力连续_20210408.csv\n",
      "<csv.DictReader object at 0x0000028270B3A708>\n",
      "插入数据 2021-04-08 20:59:00.500000 - 2021-04-08 15:00:00.500000 总数量： 36537\n",
      "载入文件： zn主力连续_20210409.csv\n",
      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
      "插入数据 2021-04-09 20:59:00.500000 - 2021-04-09 15:00:00.500000 总数量： 38726\n",
      "载入文件： zn主力连续_20210412.csv\n",
      "<csv.DictReader object at 0x000002827021D048>\n",
      "插入数据 2021-04-12 20:59:00.500000 - 2021-04-12 15:00:00.500000 总数量： 35759\n",
      "载入文件： zn主力连续_20210413.csv\n",
      "<csv.DictReader object at 0x0000028257E74508>\n",
      "插入数据 2021-04-13 20:59:00.500000 - 2021-04-13 15:00:00.500000 总数量： 36005\n",
      "载入文件： zn主力连续_20210414.csv\n",
      "<csv.DictReader object at 0x0000028270B05BC8>\n",
      "插入数据 2021-04-14 20:59:00.500000 - 2021-04-14 15:00:00.500000 总数量： 30004\n",
      "载入文件： zn主力连续_20210415.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-04-15 20:59:00.500000 - 2021-04-15 15:00:00.500000 总数量： 31488\n",
      "载入文件： zn主力连续_20210416.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-04-16 20:59:00.500000 - 2021-04-16 15:00:00.500000 总数量： 32656\n",
      "载入文件： zn主力连续_20210419.csv\n",
      "<csv.DictReader object at 0x0000028270AF9C08>\n",
      "插入数据 2021-04-19 20:59:00.500000 - 2021-04-19 15:00:00.500000 总数量： 30048\n",
      "载入文件： zn主力连续_20210420.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-04-20 20:59:00.500000 - 2021-04-20 15:00:00.500000 总数量： 27284\n",
      "载入文件： zn主力连续_20210421.csv\n",
      "<csv.DictReader object at 0x0000028257FA1308>\n",
      "插入数据 2021-04-21 20:59:00.500000 - 2021-04-21 15:00:00.500000 总数量： 37872\n",
      "载入文件： zn主力连续_20210422.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-04-22 20:59:00.500000 - 2021-04-22 15:00:00.500000 总数量： 36954\n",
      "载入文件： zn主力连续_20210423.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-04-23 20:59:00.500000 - 2021-04-23 15:00:00.500000 总数量： 38990\n",
      "载入文件： zn主力连续_20210426.csv\n",
      "<csv.DictReader object at 0x00000282702A1C08>\n",
      "插入数据 2021-04-26 20:59:00.500000 - 2021-04-26 15:00:00.500000 总数量： 41571\n",
      "载入文件： zn主力连续_20210427.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-04-27 20:59:00.500000 - 2021-04-27 15:00:00.500000 总数量： 44751\n",
      "载入文件： zn主力连续_20210428.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-04-28 20:59:00.500000 - 2021-04-28 15:00:00.500000 总数量： 39568\n",
      "载入文件： zn主力连续_20210429.csv\n",
      "<csv.DictReader object at 0x0000028257E03CC8>\n",
      "插入数据 2021-04-29 20:59:00.500000 - 2021-04-29 15:00:00.500000 总数量： 41799\n",
      "载入文件： zn主力连续_20210430.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-04-30 20:59:00.500000 - 2021-04-30 15:00:00.500000 总数量： 43192\n",
      "载入文件： zn主力连续_20210506.csv\n",
      "<csv.DictReader object at 0x0000028257E03CC8>\n",
      "插入数据 2021-05-06 08:59:00.500000 - 2021-05-06 15:00:00.500000 总数量： 22167\n",
      "载入文件： zn主力连续_20210507.csv\n",
      "<csv.DictReader object at 0x0000028270C038C8>\n",
      "插入数据 2021-05-07 20:59:00.500000 - 2021-05-07 15:00:00.500000 总数量： 43291\n",
      "载入文件： zn主力连续_20210510.csv\n",
      "<csv.DictReader object at 0x0000028257E71048>\n",
      "插入数据 2021-05-10 20:59:00.500000 - 2021-05-10 15:00:00.500000 总数量： 44287\n",
      "载入文件： zn主力连续_20210511.csv\n",
      "<csv.DictReader object at 0x0000028270AD9308>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-11 20:59:00.500000 - 2021-05-11 15:00:00.500000 总数量： 41699\n",
      "载入文件： zn主力连续_20210512.csv\n",
      "<csv.DictReader object at 0x0000028257E71048>\n",
      "插入数据 2021-05-12 20:59:00.500000 - 2021-05-12 15:00:00.500000 总数量： 37681\n",
      "载入文件： zn主力连续_20210513.csv\n",
      "<csv.DictReader object at 0x0000028257FA1308>\n",
      "插入数据 2021-05-13 20:59:00.500000 - 2021-05-13 15:00:00.500000 总数量： 42083\n",
      "载入文件： zn主力连续_20210514.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-05-14 20:59:00.500000 - 2021-05-14 15:00:00.500000 总数量： 38661\n",
      "载入文件： zn主力连续_20210517.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-05-17 20:59:00.500000 - 2021-05-17 15:00:00.500000 总数量： 39057\n",
      "载入文件： zn主力连续_20210518.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-05-18 20:59:00.500000 - 2021-05-18 15:00:00.500000 总数量： 45965\n",
      "载入文件： zn主力连续_20210519.csv\n",
      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
      "插入数据 2021-05-19 20:59:00.500000 - 2021-05-19 15:00:00.500000 总数量： 41180\n",
      "载入文件： zn主力连续_20210520.csv\n",
      "<csv.DictReader object at 0x0000028270610848>\n",
      "插入数据 2021-05-20 20:59:00.500000 - 2021-05-20 15:00:00.500000 总数量： 42817\n",
      "载入文件： zn主力连续_20210521.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-05-21 20:59:00.500000 - 2021-05-21 15:00:00.500000 总数量： 39860\n",
      "载入文件： zn主力连续_20210524.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-05-24 20:59:00.500000 - 2021-05-24 15:00:00.500000 总数量： 46255\n",
      "载入文件： zn主力连续_20210525.csv\n",
      "<csv.DictReader object at 0x0000028270AD9308>\n",
      "插入数据 2021-05-25 20:59:00.500000 - 2021-05-25 15:00:00.500000 总数量： 40405\n",
      "载入文件： zn主力连续_20210526.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-05-26 20:59:00.500000 - 2021-05-26 15:00:00.500000 总数量： 41330\n",
      "载入文件： zn主力连续_20210527.csv\n",
      "<csv.DictReader object at 0x0000028257E71048>\n",
      "插入数据 2021-05-27 20:59:00.500000 - 2021-05-27 15:00:00.500000 总数量： 40703\n",
      "载入文件： zn主力连续_20210528.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-05-28 20:59:00.500000 - 2021-05-28 15:00:00.500000 总数量： 46448\n",
      "载入文件： zn主力连续_20210531.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-05-31 20:59:00.500000 - 2021-05-31 15:00:00.500000 总数量： 42084\n"
     ]
    }
   ],
   "source": [
    "import os \n",
    "import re\n",
    "import csv\n",
    "from datetime import datetime, time\n",
    "from vnpy.trader.constant import Exchange\n",
    "from vnpy.trader.database import database_manager\n",
    "from vnpy.trader.object import TickData\n",
    "def run_load_csv():\n",
    "    \"\"\"\n",
    "    遍历同一文件夹内所有csv文件，并且载入到数据库中\n",
    "    \"\"\"\n",
    "    for file in os.listdir(\"F://sc\"): \n",
    "        if not file.endswith(\".csv\"): \n",
    "            continue\n",
    "        \n",
    "        print(\"载入文件：\", file)\n",
    "        csv_load(file)\n",
    "def csv_load(file):\n",
    "    \"\"\"\n",
    "    读取csv文件内容，并写入到数据库中    \n",
    "    \"\"\"\n",
    "    prefix=re.match(\"[A-Z]{1,2}\",file.upper()).group()\n",
    "    with open(\"F://sc//\"+file, \"r\") as f:\n",
    "        reader = csv.DictReader(f)\n",
    "        print(reader)\n",
    "        ticks = []\n",
    "        start = None\n",
    "        count = 0\n",
    "        for item in reader:\n",
    "            # generate datetime\n",
    "            date = item[\"交易日\"]\n",
    "            second = item[\"最后修改时间\"]\n",
    "            millisecond = item[\"最后修改毫秒\"]\n",
    "            standard_time = date + \" \" + second + \".\" + millisecond\n",
    "            dt = datetime.strptime(standard_time, \"%Y%m%d %H:%M:%S.%f\")\n",
    "            # filter\n",
    "            if dt.time() > time(15, 1) and dt.time() < time(20, 59):\n",
    "                continue\n",
    "#             print(\"载入品种:\",prefix)\n",
    "            tick = TickData(\n",
    "                symbol=prefix,\n",
    "                datetime=dt,\n",
    "                exchange=Exchange.LOCAL,\n",
    "                last_price=float(item[\"最新价\"]),\n",
    "                volume=float(item[\"数量\"]),\n",
    "                money=float(item[\"成交金额\"]),\n",
    "                open_interest=float(item[\"持仓量\"]),\n",
    "                bid_price_1=float(item[\"申买价一\"]),\n",
    "                bid_volume_1=float(item[\"申买量一\"]),\n",
    "                ask_price_1=float(item[\"申卖价一\"]),\n",
    "                ask_volume_1=float(item[\"申卖量一\"]),\n",
    "                gateway_name=\"DB\",       \n",
    "            )\n",
    "            ticks.append(tick)\n",
    "            # do some statistics\n",
    "            count += 1\n",
    "            if not start:\n",
    "                start = tick.datetime\n",
    "        end = tick.datetime\n",
    "        database_manager.save_tick_data(ticks)\n",
    "        print(\"插入数据\", start, \"-\", end, \"总数量：\", count)  \n",
    "#     os.remove(\"D://sc//\"+file)\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    run_load_csv()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7c810ab6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "载入文件： cs主力连续_20201201.csv\n",
      "<csv.DictReader object at 0x0000028257FAA9C8>\n",
      "插入数据 2020-12-01 20:59:00.160000 - 2020-12-01 15:10:52.643000 总数量： 22110\n",
      "载入文件： cs主力连续_20201202.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2020-12-02 20:59:00.160000 - 2020-12-02 15:10:47.562000 总数量： 20065\n",
      "载入文件： cs主力连续_20201203.csv\n",
      "<csv.DictReader object at 0x000002827021AF08>\n",
      "插入数据 2020-12-03 20:59:00.230000 - 2020-12-03 15:10:49.983000 总数量： 18154\n",
      "载入文件： cs主力连续_20201204.csv\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-02-26 20:59:00.200000 - 2021-02-26 15:10:45.338000 总数量： 27428\n",
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     ]
    },
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-14 20:59:00.400000 - 2021-05-14 15:10:18.102000 总数量： 37505\n",
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      "<csv.DictReader object at 0x0000028257FB3908>\n",
      "插入数据 2020-12-29 20:59:00.470000 - 2020-12-29 15:11:19.784000 总数量： 34832\n",
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      "<csv.DictReader object at 0x0000028270AC6508>\n",
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      "<csv.DictReader object at 0x0000028257FC20C8>\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
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      "<csv.DictReader object at 0x0000028256D63C88>\n",
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      "<csv.DictReader object at 0x0000028270A89F48>\n",
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      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
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      "<csv.DictReader object at 0x0000028256D63C88>\n",
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      "<csv.DictReader object at 0x0000028270B3A708>\n",
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      "<csv.DictReader object at 0x0000028257FC20C8>\n",
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      "<csv.DictReader object at 0x0000028270AA6788>\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
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      "<csv.DictReader object at 0x0000028258050108>\n",
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      "<csv.DictReader object at 0x0000028257E701C8>\n",
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      "<csv.DictReader object at 0x0000028270B3A708>\n",
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      "<csv.DictReader object at 0x0000028257EA2688>\n",
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      "<csv.DictReader object at 0x0000028253FE6048>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-02-03 20:59:00.600000 - 2021-02-03 15:08:11.931000 总数量： 36845\n",
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      "<csv.DictReader object at 0x0000028270CFCCC8>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-06 08:59:00.400000 - 2021-05-06 15:07:48.990000 总数量： 25175\n",
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      "<csv.DictReader object at 0x0000028257DBCF48>\n",
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      "<csv.DictReader object at 0x0000028253FE6048>\n",
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      "<csv.DictReader object at 0x00000282702A1C08>\n",
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      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-05-17 20:59:00.450000 - 2021-05-17 15:10:03.904000 总数量： 37792\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
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      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-05-19 20:59:00.460000 - 2021-05-19 15:09:37.294000 总数量： 37854\n",
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      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-05-20 20:59:00.200000 - 2021-05-20 15:10:14.587000 总数量： 39806\n",
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      "<csv.DictReader object at 0x0000028270B35A08>\n",
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      "<csv.DictReader object at 0x0000028270AD4388>\n",
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      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-05-25 20:59:00.230000 - 2021-05-25 15:09:01.822000 总数量： 37968\n",
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      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-05-26 20:59:00.260000 - 2021-05-26 15:09:55.225000 总数量： 38090\n",
      "载入文件： eg主力连续_20210527.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-05-27 20:59:00.140000 - 2021-05-27 15:10:15.394000 总数量： 38683\n",
      "载入文件： eg主力连续_20210528.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-05-28 20:59:00.200000 - 2021-05-28 15:09:43.140000 总数量： 38501\n",
      "载入文件： eg主力连续_20210531.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
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      "载入文件： i主力连续_20201201.csv\n",
      "<csv.DictReader object at 0x0000028256D63C88>\n",
      "插入数据 2020-12-01 20:59:00.160000 - 2020-12-01 15:10:52.649000 总数量： 36132\n",
      "载入文件： i主力连续_20201202.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2020-12-02 20:59:00.160000 - 2020-12-02 15:10:47.566000 总数量： 37480\n",
      "载入文件： i主力连续_20201203.csv\n",
      "<csv.DictReader object at 0x0000028257F3FB48>\n",
      "插入数据 2020-12-03 20:59:00.230000 - 2020-12-03 15:10:49.989000 总数量： 36615\n",
      "载入文件： i主力连续_20201204.csv\n",
      "<csv.DictReader object at 0x0000028257E6FDC8>\n",
      "插入数据 2020-12-04 20:59:00.250000 - 2020-12-04 15:10:34.863000 总数量： 38734\n",
      "载入文件： i主力连续_20201207.csv\n",
      "<csv.DictReader object at 0x0000028258050108>\n",
      "插入数据 2020-12-07 20:59:00.800000 - 2020-12-07 15:38:01.801000 总数量： 38376\n",
      "载入文件： i主力连续_20201208.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2020-12-08 20:59:00.300000 - 2020-12-08 15:11:00.144000 总数量： 39234\n",
      "载入文件： i主力连续_20201209.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2020-12-09 20:59:00.330000 - 2020-12-09 15:10:38.443000 总数量： 39497\n",
      "载入文件： i主力连续_20201210.csv\n",
      "<csv.DictReader object at 0x000002827021D048>\n",
      "插入数据 2020-12-10 20:59:00.430000 - 2020-12-10 15:12:25.282000 总数量： 40642\n",
      "载入文件： i主力连续_20201211.csv\n",
      "<csv.DictReader object at 0x0000028270AB6D48>\n",
      "插入数据 2020-12-11 20:59:00.430000 - 2020-12-11 15:12:47.257000 总数量： 41156\n",
      "载入文件： i主力连续_20201214.csv\n",
      "<csv.DictReader object at 0x0000028270B3A708>\n",
      "插入数据 2020-12-14 20:59:00.210000 - 2020-12-14 15:12:42.424000 总数量： 39983\n",
      "载入文件： i主力连续_20201215.csv\n",
      "<csv.DictReader object at 0x0000028257DBCF48>\n",
      "插入数据 2020-12-15 20:59:00.150000 - 2020-12-15 15:11:53.132000 总数量： 38949\n",
      "载入文件： i主力连续_20201216.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
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      "载入文件： i主力连续_20201217.csv\n",
      "<csv.DictReader object at 0x0000028270AF9C08>\n",
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      "载入文件： i主力连续_20201218.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
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      "载入文件： i主力连续_20201221.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2020-12-21 20:59:00.420000 - 2020-12-21 15:12:26.160000 总数量： 40193\n",
      "载入文件： i主力连续_20201222.csv\n",
      "<csv.DictReader object at 0x0000028257E01188>\n",
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      "载入文件： i主力连续_20201223.csv\n",
      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
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      "载入文件： i主力连续_20201224.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "载入文件： i主力连续_20201225.csv\n",
      "<csv.DictReader object at 0x0000028253FE6048>\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2020-12-28 20:59:00.470000 - 2020-12-28 15:12:29.704000 总数量： 37034\n",
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      "<csv.DictReader object at 0x000002827021D048>\n",
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      "载入文件： i主力连续_20201230.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2020-12-30 20:59:00.340000 - 2020-12-30 15:11:24.938000 总数量： 37705\n",
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      "<csv.DictReader object at 0x0000028270A89F48>\n",
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      "<csv.DictReader object at 0x0000028257E03CC8>\n",
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      "<csv.DictReader object at 0x0000028258050108>\n",
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      "<csv.DictReader object at 0x0000028270AD4388>\n",
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      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
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      "<csv.DictReader object at 0x0000028257E03CC8>\n",
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      "<csv.DictReader object at 0x0000028258050108>\n",
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      "<csv.DictReader object at 0x0000028257E6FDC8>\n",
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      "<csv.DictReader object at 0x000002827021AF08>\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-01-15 20:59:00.130000 - 2021-01-15 15:08:34.221000 总数量： 35565\n",
      "载入文件： i主力连续_20210118.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
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      "<csv.DictReader object at 0x0000028270AD9308>\n",
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      "<csv.DictReader object at 0x0000028257FE72C8>\n",
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      "<csv.DictReader object at 0x000002827021AF08>\n",
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      "<csv.DictReader object at 0x0000028270B094C8>\n",
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      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
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      "<csv.DictReader object at 0x0000028257E01188>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-01-27 20:59:00.340000 - 2021-01-27 15:08:19.386000 总数量： 34522\n",
      "载入文件： i主力连续_20210128.csv\n",
      "<csv.DictReader object at 0x0000028270AF9C08>\n",
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      "<csv.DictReader object at 0x000002827021AF08>\n",
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      "<csv.DictReader object at 0x000002827021D048>\n",
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      "<csv.DictReader object at 0x0000028270AF9C08>\n",
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      "载入文件： i主力连续_20210203.csv\n",
      "<csv.DictReader object at 0x0000028257DBCF48>\n",
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      "<csv.DictReader object at 0x0000028257E701C8>\n",
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      "<csv.DictReader object at 0x000002827021AF08>\n",
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      "<csv.DictReader object at 0x0000028257FE72C8>\n",
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      "<csv.DictReader object at 0x0000028270B35A08>\n",
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      "载入文件： i主力连续_20210210.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
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      "载入文件： i主力连续_20210218.csv\n",
      "<csv.DictReader object at 0x0000028257E03CC8>\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "<csv.DictReader object at 0x0000028270CFF148>\n",
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      "<csv.DictReader object at 0x00000282702A1C08>\n",
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      "<csv.DictReader object at 0x000002825804DEC8>\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "<csv.DictReader object at 0x0000028253FE6048>\n",
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      "<csv.DictReader object at 0x00000282705FFAC8>\n",
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      "<csv.DictReader object at 0x0000028270AA6788>\n",
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     ]
    },
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     ]
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     "text": [
      "插入数据 2021-01-21 08:59:00.500000 - 2021-01-21 15:08:20.383000 总数量： 25641\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-04-20 08:59:00.220000 - 2021-04-20 15:09:17.946000 总数量： 23010\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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    },
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      "插入数据 2021-04-12 20:59:00.320000 - 2021-04-12 15:10:05.560000 总数量： 30375\n",
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     ]
    },
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-04-06 08:59:00.200000 - 2021-04-06 15:07:52.487000 总数量： 24021\n",
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     ]
    },
    {
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     "text": [
      "插入数据 2020-12-30 20:59:00.340000 - 2020-12-30 15:11:24.946000 总数量： 39004\n",
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     ]
    },
    {
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     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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    },
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     ]
    },
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-16 20:59:00.320000 - 2021-03-16 15:09:32.430000 总数量： 39572\n",
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     ]
    },
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      "插入数据 2020-12-10 20:59:00.430000 - 2020-12-10 15:12:25.295000 总数量： 30406\n",
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     ]
    },
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "<csv.DictReader object at 0x0000028270C038C8>\n",
      "插入数据 2021-02-19 20:59:00.500000 - 2021-02-19 15:08:38.621000 总数量： 37878\n",
      "载入文件： y主力连续_20210222.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-02-22 20:59:00.190000 - 2021-02-22 15:09:56.123000 总数量： 37314\n",
      "载入文件： y主力连续_20210223.csv\n",
      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
      "插入数据 2021-02-23 20:59:00.800000 - 2021-02-23 15:10:09.826000 总数量： 37032\n",
      "载入文件： y主力连续_20210224.csv\n",
      "<csv.DictReader object at 0x0000028257E6FDC8>\n",
      "插入数据 2021-02-24 20:59:00.280000 - 2021-02-24 15:10:00.854000 总数量： 37387\n",
      "载入文件： y主力连续_20210225.csv\n",
      "<csv.DictReader object at 0x0000028270C038C8>\n",
      "插入数据 2021-02-25 20:59:00.800000 - 2021-02-25 15:11:14.250000 总数量： 38249\n",
      "载入文件： y主力连续_20210226.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-02-26 20:59:00.200000 - 2021-02-26 15:10:45.360000 总数量： 39024\n",
      "载入文件： y主力连续_20210301.csv\n",
      "<csv.DictReader object at 0x00000282702A1C08>\n",
      "插入数据 2021-03-01 20:59:00.290000 - 2021-03-01 15:10:39.874000 总数量： 39513\n",
      "载入文件： y主力连续_20210302.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-03-02 20:59:00.160000 - 2021-03-02 15:10:14.823000 总数量： 39127\n",
      "载入文件： y主力连续_20210303.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-03-03 20:59:00.440000 - 2021-03-03 15:10:01.427000 总数量： 39236\n",
      "载入文件： y主力连续_20210304.csv\n",
      "<csv.DictReader object at 0x0000028257F3FB48>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-04 20:59:00.100000 - 2021-03-04 15:10:22.691000 总数量： 40044\n",
      "载入文件： y主力连续_20210305.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-03-05 20:59:00.200000 - 2021-03-05 15:39:27.812000 总数量： 39771\n",
      "载入文件： y主力连续_20210308.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-08 20:59:00.400000 - 2021-03-08 15:09:54.410000 总数量： 40318\n",
      "载入文件： y主力连续_20210309.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-03-09 20:59:00.150000 - 2021-03-09 15:09:31.235000 总数量： 40198\n",
      "载入文件： y主力连续_20210310.csv\n",
      "<csv.DictReader object at 0x0000028270AB6D48>\n",
      "插入数据 2021-03-10 20:59:00.120000 - 2021-03-10 15:10:13.401000 总数量： 40422\n",
      "载入文件： y主力连续_20210311.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-03-11 20:59:00.230000 - 2021-03-11 15:10:02.642000 总数量： 40672\n",
      "载入文件： y主力连续_20210312.csv\n",
      "<csv.DictReader object at 0x000002827021D048>\n",
      "插入数据 2021-03-12 20:59:00.150000 - 2021-03-12 15:10:06.735000 总数量： 40273\n",
      "载入文件： y主力连续_20210315.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-03-15 20:59:00.100000 - 2021-03-15 15:10:20.480000 总数量： 40141\n",
      "载入文件： y主力连续_20210316.csv\n",
      "<csv.DictReader object at 0x0000028270B3A708>\n",
      "插入数据 2021-03-16 20:59:00.320000 - 2021-03-16 15:09:32.438000 总数量： 39336\n",
      "载入文件： y主力连续_20210317.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-03-17 20:59:00.400000 - 2021-03-17 15:10:19.917000 总数量： 39066\n",
      "载入文件： y主力连续_20210318.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-03-18 20:59:00.110000 - 2021-03-18 15:09:59.828000 总数量： 40232\n",
      "载入文件： y主力连续_20210319.csv\n",
      "<csv.DictReader object at 0x00000282702A1C08>\n",
      "插入数据 2021-03-19 20:59:00.450000 - 2021-03-19 15:10:49.265000 总数量： 39983\n",
      "载入文件： y主力连续_20210322.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-03-22 20:59:00.500000 - 2021-03-22 15:09:50.790000 总数量： 38812\n",
      "载入文件： y主力连续_20210323.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2021-03-23 20:59:00.230000 - 2021-03-23 15:08:53.283000 总数量： 39492\n",
      "载入文件： y主力连续_20210324.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-03-24 20:59:00.110000 - 2021-03-24 15:09:14.681000 总数量： 38605\n",
      "载入文件： y主力连续_20210325.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-03-25 20:59:00.380000 - 2021-03-25 15:09:05.381000 总数量： 38376\n",
      "载入文件： y主力连续_20210326.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-03-26 20:59:00.410000 - 2021-03-26 15:09:26.133000 总数量： 40600\n",
      "载入文件： y主力连续_20210329.csv\n",
      "<csv.DictReader object at 0x0000028256D63C88>\n",
      "插入数据 2021-03-29 20:59:00.280000 - 2021-03-29 15:09:39.103000 总数量： 39100\n",
      "载入文件： y主力连续_20210330.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-03-30 20:59:00.330000 - 2021-03-30 15:08:37.678000 总数量： 38581\n",
      "载入文件： y主力连续_20210331.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-03-31 20:59:00.600000 - 2021-03-31 15:09:12.250000 总数量： 39290\n",
      "载入文件： y主力连续_20210401.csv\n",
      "<csv.DictReader object at 0x0000028257FB3908>\n",
      "插入数据 2021-04-01 20:59:00.390000 - 2021-04-01 15:10:08.691000 总数量： 40804\n",
      "载入文件： y主力连续_20210402.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
      "插入数据 2021-04-02 20:59:00.120000 - 2021-04-02 15:09:29.790000 总数量： 39055\n",
      "载入文件： y主力连续_20210406.csv\n",
      "<csv.DictReader object at 0x0000028257E74508>\n",
      "插入数据 2021-04-06 08:59:00.200000 - 2021-04-06 15:07:52.499000 总数量： 25573\n",
      "载入文件： y主力连续_20210407.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-04-07 20:59:00.600000 - 2021-04-07 15:08:49.709000 总数量： 38537\n",
      "载入文件： y主力连续_20210408.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-04-08 20:59:00.300000 - 2021-04-08 15:00:57.354000 总数量： 38489\n",
      "载入文件： y主力连续_20210409.csv\n",
      "<csv.DictReader object at 0x0000028257E701C8>\n",
      "插入数据 2021-04-09 20:59:00.180000 - 2021-04-09 15:08:39.248000 总数量： 38683\n",
      "载入文件： y主力连续_20210412.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
      "插入数据 2021-04-12 20:59:00.320000 - 2021-04-12 15:10:05.700000 总数量： 40380\n",
      "载入文件： y主力连续_20210413.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-04-13 20:59:00.180000 - 2021-04-13 15:09:21.370000 总数量： 40393\n",
      "载入文件： y主力连续_20210414.csv\n",
      "<csv.DictReader object at 0x0000028257FB3908>\n",
      "插入数据 2021-04-14 20:59:00.290000 - 2021-04-14 15:09:11.341000 总数量： 39186\n",
      "载入文件： y主力连续_20210415.csv\n",
      "<csv.DictReader object at 0x00000282702A1C08>\n",
      "插入数据 2021-04-15 20:59:00.700000 - 2021-04-15 15:09:15.344000 总数量： 39911\n",
      "载入文件： y主力连续_20210416.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-04-16 20:59:00.280000 - 2021-04-16 15:09:19.218000 总数量： 39892\n",
      "载入文件： y主力连续_20210419.csv\n",
      "<csv.DictReader object at 0x0000028257E01188>\n",
      "插入数据 2021-04-19 20:59:00.100000 - 2021-04-19 15:09:35.561000 总数量： 39525\n",
      "载入文件： y主力连续_20210420.csv\n",
      "<csv.DictReader object at 0x0000028257E03CC8>\n",
      "插入数据 2021-04-20 20:59:00.190000 - 2021-04-20 15:09:17.959000 总数量： 40272\n",
      "载入文件： y主力连续_20210421.csv\n",
      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
      "插入数据 2021-04-21 20:59:00.460000 - 2021-04-21 15:09:02.789000 总数量： 39417\n",
      "载入文件： y主力连续_20210422.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-04-22 20:59:00.260000 - 2021-04-22 15:09:15.167000 总数量： 39509\n",
      "载入文件： y主力连续_20210423.csv\n",
      "<csv.DictReader object at 0x000002827021D048>\n",
      "插入数据 2021-04-23 20:59:00.220000 - 2021-04-23 15:08:03.677000 总数量： 39699\n",
      "载入文件： y主力连续_20210426.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-04-26 20:59:00.200000 - 2021-04-26 15:09:07.437000 总数量： 40258\n",
      "载入文件： y主力连续_20210427.csv\n",
      "<csv.DictReader object at 0x0000028270AD9308>\n",
      "插入数据 2021-04-27 20:59:00.190000 - 2021-04-27 15:08:27.393000 总数量： 40698\n",
      "载入文件： y主力连续_20210428.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
      "插入数据 2021-04-28 20:59:00.420000 - 2021-04-28 15:08:31.825000 总数量： 39976\n",
      "载入文件： y主力连续_20210429.csv\n",
      "<csv.DictReader object at 0x0000028257DBCF48>\n",
      "插入数据 2021-04-29 20:59:00.190000 - 2021-04-29 15:08:32.611000 总数量： 39413\n",
      "载入文件： y主力连续_20210430.csv\n",
      "<csv.DictReader object at 0x000002827021AF08>\n",
      "插入数据 2021-04-30 20:59:00.350000 - 2021-04-30 15:08:24.600000 总数量： 39462\n",
      "载入文件： y主力连续_20210506.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-05-06 08:59:00.400000 - 2021-05-06 15:07:48.120000 总数量： 25905\n",
      "载入文件： y主力连续_20210507.csv\n",
      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
      "插入数据 2021-05-07 20:59:00.340000 - 2021-05-07 15:08:23.171000 总数量： 39409\n",
      "载入文件： y主力连续_20210510.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-05-10 20:59:00.170000 - 2021-05-10 15:09:19.741000 总数量： 40500\n",
      "载入文件： y主力连续_20210511.csv\n",
      "<csv.DictReader object at 0x0000028257E701C8>\n",
      "插入数据 2021-05-11 20:59:00.140000 - 2021-05-11 15:09:28.275000 总数量： 40107\n",
      "载入文件： y主力连续_20210512.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2021-05-12 20:59:00.360000 - 2021-05-12 15:39:32.626000 总数量： 40179\n",
      "载入文件： y主力连续_20210513.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-05-13 20:59:00.300000 - 2021-05-13 15:10:26.385000 总数量： 40758\n",
      "载入文件： y主力连续_20210514.csv\n",
      "<csv.DictReader object at 0x0000028257FAB0C8>\n",
      "插入数据 2021-05-14 20:59:00.400000 - 2021-05-14 15:10:18.120000 总数量： 40621\n",
      "载入文件： y主力连续_20210517.csv\n",
      "<csv.DictReader object at 0x0000028257FC20C8>\n",
      "插入数据 2021-05-17 20:59:00.450000 - 2021-05-17 15:10:03.924000 总数量： 40866\n",
      "载入文件： y主力连续_20210518.csv\n",
      "<csv.DictReader object at 0x0000028257E03CC8>\n",
      "插入数据 2021-05-18 20:59:00.400000 - 2021-05-18 15:08:54.210000 总数量： 40166\n",
      "载入文件： y主力连续_20210519.csv\n",
      "<csv.DictReader object at 0x00000282702A1C08>\n",
      "插入数据 2021-05-19 20:59:00.460000 - 2021-05-19 15:09:37.312000 总数量： 40612\n",
      "载入文件： y主力连续_20210520.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2021-05-20 20:59:00.200000 - 2021-05-20 15:10:14.697000 总数量： 40623\n",
      "载入文件： y主力连续_20210521.csv\n",
      "<csv.DictReader object at 0x0000028257DBCF48>\n",
      "插入数据 2021-05-21 20:59:00.380000 - 2021-05-21 15:10:17.300000 总数量： 40954\n",
      "载入文件： y主力连续_20210524.csv\n",
      "<csv.DictReader object at 0x0000028270AC6508>\n",
      "插入数据 2021-05-24 20:59:00.420000 - 2021-05-24 15:10:02.604000 总数量： 40593\n",
      "载入文件： y主力连续_20210525.csv\n",
      "<csv.DictReader object at 0x0000028270AB6D48>\n",
      "插入数据 2021-05-25 20:59:00.230000 - 2021-05-25 15:09:01.924000 总数量： 40514\n",
      "载入文件： y主力连续_20210526.csv\n",
      "<csv.DictReader object at 0x0000028270CFF148>\n",
      "插入数据 2021-05-26 20:59:00.260000 - 2021-05-26 15:09:55.241000 总数量： 40538\n",
      "载入文件： y主力连续_20210527.csv\n",
      "<csv.DictReader object at 0x0000028270AD9308>\n",
      "插入数据 2021-05-27 20:59:00.140000 - 2021-05-27 15:10:15.413000 总数量： 40783\n",
      "载入文件： y主力连续_20210528.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-05-28 20:59:00.200000 - 2021-05-28 15:09:43.350000 总数量： 40391\n",
      "载入文件： y主力连续_20210531.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-31 20:59:00.100000 - 2021-05-31 15:09:21.741000 总数量： 40608\n"
     ]
    }
   ],
   "source": [
    "def run_load_csv():\n",
    "    \"\"\"\n",
    "    遍历同一文件夹内所有csv文件，并且载入到数据库中\n",
    "    \"\"\"\n",
    "    for file in os.listdir(\"F://dc\"): \n",
    "        if not file.endswith(\".csv\"): \n",
    "            continue\n",
    "        \n",
    "        print(\"载入文件：\", file)\n",
    "        csv_load(file)\n",
    "def csv_load(file):\n",
    "    \"\"\"\n",
    "    读取csv文件内容，并写入到数据库中    \n",
    "    \"\"\"\n",
    "    prefix=re.match(\"[A-Z]{1,2}\",file.upper()).group()\n",
    "    with open(\"F://dc//\"+file, \"r\") as f:\n",
    "        reader = csv.DictReader(f)\n",
    "        print(reader)\n",
    "        ticks = []\n",
    "        start = None\n",
    "        count = 0\n",
    "        for item in reader:\n",
    "            # generate datetime\n",
    "            date = item[\"交易日\"]\n",
    "            second = item[\"最后修改时间\"]\n",
    "            millisecond = item[\"最后修改毫秒\"]\n",
    "            standard_time = date + \" \" + second + \".\" + millisecond\n",
    "            dt = datetime.strptime(standard_time, \"%Y%m%d %H:%M:%S.%f\")\n",
    "            # filter\n",
    "#             if dt.time() > time(15, 1) and dt.time() < time(20, 59):\n",
    "#                 continue\n",
    "#             print(\"载入品种:\",prefix)\n",
    "            tick = TickData(\n",
    "                symbol=prefix,\n",
    "                datetime=dt,\n",
    "                exchange=Exchange.LOCAL,\n",
    "                last_price=float(item[\"最新价\"]),\n",
    "                volume=float(item[\"数量\"]),\n",
    "                money=float(item[\"成交金额\"]),\n",
    "                open_interest=float(item[\"持仓量\"]),\n",
    "                bid_price_1=float(item[\"申买价一\"]),\n",
    "                bid_volume_1=float(item[\"申买量一\"]),\n",
    "                ask_price_1=float(item[\"申卖价一\"]),\n",
    "                ask_volume_1=float(item[\"申卖量一\"]),\n",
    "                gateway_name=\"DB\",       \n",
    "            )\n",
    "            ticks.append(tick)\n",
    "            # do some statistics\n",
    "            count += 1\n",
    "            if not start:\n",
    "                start = tick.datetime\n",
    "        end = tick.datetime\n",
    "        database_manager.save_tick_data(ticks)\n",
    "        print(\"插入数据\", start, \"-\", end, \"总数量：\", count)  \n",
    "#     os.remove(\"D://sc//\"+file)\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    run_load_csv()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1672a104",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "载入文件： AP主力连续_20201201.csv\n",
      "<csv.DictReader object at 0x0000028272E36C88>\n",
      "插入数据 2020-12-01 08:59:00 - 2020-12-01 14:59:59 总数量： 23660\n",
      "载入文件： AP主力连续_20201202.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2020-12-02 08:59:00 - 2020-12-02 14:59:59 总数量： 24410\n",
      "载入文件： AP主力连续_20201203.csv\n",
      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
      "插入数据 2020-12-03 08:59:00 - 2020-12-03 14:59:59 总数量： 24606\n",
      "载入文件： AP主力连续_20201204.csv\n",
      "<csv.DictReader object at 0x0000028257E01188>\n",
      "插入数据 2020-12-04 08:59:00 - 2020-12-04 14:59:59 总数量： 23513\n",
      "载入文件： AP主力连续_20201207.csv\n",
      "<csv.DictReader object at 0x0000028258050108>\n",
      "插入数据 2020-12-07 08:59:00 - 2020-12-07 14:59:59 总数量： 23647\n",
      "载入文件： AP主力连续_20201208.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2020-12-08 08:59:00 - 2020-12-08 14:59:59 总数量： 22757\n",
      "载入文件： AP主力连续_20201209.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-08 08:59:00 - 2021-03-08 14:59:59 总数量： 25818\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2020-12-10 20:59:00 - 2020-12-10 14:59:59 总数量： 30653\n",
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     ]
    },
    {
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     "text": [
      "插入数据 2021-03-18 20:59:00 - 2021-03-18 14:59:59 总数量： 29916\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "插入数据 2020-12-22 08:59:00 - 2020-12-22 14:59:58 总数量： 8550\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-30 08:59:00 - 2021-03-30 14:59:59 总数量： 4883\n",
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     ]
    },
    {
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      "插入数据 2021-01-04 08:59:00 - 2021-01-04 14:59:59 总数量： 26472\n",
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     ]
    },
    {
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-01-14 20:59:00 - 2021-01-14 14:59:59 总数量： 37581\n",
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     ]
    },
    {
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     ]
    },
    {
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     "output_type": "stream",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-07 20:55:00 - 2021-05-07 14:59:59 总数量： 40591\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-02-05 20:59:00 - 2021-02-05 14:59:59 总数量： 33784\n",
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     ]
    },
    {
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     "text": [
      "插入数据 2021-05-19 20:55:00 - 2021-05-19 14:59:59 总数量： 41178\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-05-31 08:55:00 - 2021-05-31 14:59:59 总数量： 25594\n",
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     ]
    },
    {
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      "插入数据 2021-03-08 08:59:00 - 2021-03-08 14:59:59 总数量： 24191\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
      "插入数据 2020-12-10 20:59:00 - 2020-12-10 14:59:59 总数量： 34879\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-03-18 20:59:00 - 2021-03-18 14:59:59 总数量： 33460\n",
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     ]
    },
    {
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     "text": [
      "插入数据 2020-12-22 20:59:00 - 2020-12-22 14:59:59 总数量： 40116\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-01-04 08:59:00 - 2021-01-04 14:59:59 总数量： 11904\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-04-12 08:59:00 - 2021-04-12 14:59:59 总数量： 16674\n",
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      "<csv.DictReader object at 0x0000028257E08808>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-01-14 20:59:00 - 2021-01-14 14:59:59 总数量： 40400\n",
      "载入文件： ZC主力连续_20210115.csv\n",
      "<csv.DictReader object at 0x0000028257FE72C8>\n",
      "插入数据 2021-01-15 20:59:00 - 2021-01-15 14:59:59 总数量： 40655\n",
      "载入文件： ZC主力连续_20210118.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-01-18 20:59:00 - 2021-01-18 14:59:59 总数量： 40263\n",
      "载入文件： ZC主力连续_20210119.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-01-19 20:59:00 - 2021-01-19 14:59:59 总数量： 38714\n",
      "载入文件： ZC主力连续_20210120.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-01-20 20:59:00 - 2021-01-20 14:59:59 总数量： 39463\n",
      "载入文件： ZC主力连续_20210121.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-01-21 20:59:00 - 2021-01-21 14:59:59 总数量： 39589\n",
      "载入文件： ZC主力连续_20210122.csv\n",
      "<csv.DictReader object at 0x0000028270AC6508>\n",
      "插入数据 2021-01-22 20:59:00 - 2021-01-22 14:59:59 总数量： 39896\n",
      "载入文件： ZC主力连续_20210125.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-01-25 20:59:00 - 2021-01-25 14:59:59 总数量： 37896\n",
      "载入文件： ZC主力连续_20210126.csv\n",
      "<csv.DictReader object at 0x0000028270AC6508>\n",
      "插入数据 2021-01-26 20:59:00 - 2021-01-26 14:59:59 总数量： 36975\n",
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      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-01-27 20:59:00 - 2021-01-27 14:59:59 总数量： 39021\n",
      "载入文件： ZC主力连续_20210128.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-01-28 20:59:00 - 2021-01-28 14:59:59 总数量： 36649\n",
      "载入文件： ZC主力连续_20210129.csv\n",
      "<csv.DictReader object at 0x0000028258050108>\n",
      "插入数据 2021-01-29 20:59:00 - 2021-01-29 14:59:59 总数量： 38998\n",
      "载入文件： ZC主力连续_20210201.csv\n",
      "<csv.DictReader object at 0x0000028257E6FDC8>\n",
      "插入数据 2021-02-01 20:59:00 - 2021-02-01 14:59:59 总数量： 34222\n",
      "载入文件： ZC主力连续_20210202.csv\n",
      "<csv.DictReader object at 0x0000028257FB3908>\n",
      "插入数据 2021-02-02 20:59:00 - 2021-02-02 14:59:59 总数量： 38211\n",
      "载入文件： ZC主力连续_20210203.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-02-03 20:59:00 - 2021-02-03 14:59:59 总数量： 37064\n",
      "载入文件： ZC主力连续_20210204.csv\n",
      "<csv.DictReader object at 0x0000028270CFCCC8>\n",
      "插入数据 2021-02-04 20:59:00 - 2021-02-04 14:59:59 总数量： 36970\n",
      "载入文件： ZC主力连续_20210205.csv\n",
      "<csv.DictReader object at 0x00000282703044C8>\n",
      "插入数据 2021-02-05 20:59:00 - 2021-02-05 14:59:59 总数量： 38068\n",
      "载入文件： ZC主力连续_20210208.csv\n",
      "<csv.DictReader object at 0x0000028257DBC2C8>\n",
      "插入数据 2021-02-08 20:59:00 - 2021-02-08 14:59:59 总数量： 38583\n",
      "载入文件： ZC主力连续_20210209.csv\n",
      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-02-09 20:59:00 - 2021-02-09 14:59:59 总数量： 36523\n",
      "载入文件： ZC主力连续_20210210.csv\n",
      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-02-10 20:59:00 - 2021-02-10 14:59:59 总数量： 35914\n",
      "载入文件： ZC主力连续_20210218.csv\n",
      "<csv.DictReader object at 0x0000028257EA2688>\n",
      "插入数据 2021-02-18 08:59:00 - 2021-02-18 14:59:59 总数量： 25518\n",
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      "<csv.DictReader object at 0x0000028270AF9C08>\n",
      "插入数据 2021-02-19 20:59:00 - 2021-02-19 14:59:59 总数量： 36923\n",
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      "<csv.DictReader object at 0x0000028270A89F48>\n",
      "插入数据 2021-02-22 20:59:00 - 2021-02-22 14:59:59 总数量： 38927\n",
      "载入文件： ZC主力连续_20210223.csv\n",
      "<csv.DictReader object at 0x0000028270B05BC8>\n",
      "插入数据 2021-02-23 20:59:00 - 2021-02-23 14:59:59 总数量： 38877\n",
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      "<csv.DictReader object at 0x0000028270AB5F08>\n",
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      "<csv.DictReader object at 0x0000028253FE6048>\n",
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      "<csv.DictReader object at 0x0000028270AF9C08>\n",
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      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
      "插入数据 2021-03-01 20:59:00 - 2021-03-01 14:59:59 总数量： 39266\n",
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      "<csv.DictReader object at 0x0000028257EE6788>\n",
      "插入数据 2021-03-02 20:59:00 - 2021-03-02 14:59:59 总数量： 39009\n",
      "载入文件： ZC主力连续_20210303.csv\n",
      "<csv.DictReader object at 0x0000028270AF9C08>\n",
      "插入数据 2021-03-03 20:59:00 - 2021-03-03 14:59:59 总数量： 37407\n",
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      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-03-04 20:59:00 - 2021-03-04 14:59:59 总数量： 38261\n",
      "载入文件： ZC主力连续_20210305.csv\n",
      "<csv.DictReader object at 0x0000028270AF9C08>\n",
      "插入数据 2021-03-05 20:59:00 - 2021-03-05 14:59:59 总数量： 38696\n",
      "载入文件： ZC主力连续_20210308.csv\n",
      "<csv.DictReader object at 0x0000028257DBC2C8>\n",
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      "<csv.DictReader object at 0x0000028270B7E448>\n",
      "插入数据 2021-03-09 20:59:00 - 2021-03-09 14:59:59 总数量： 38094\n",
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      "<csv.DictReader object at 0x0000028257DBC2C8>\n",
      "插入数据 2021-03-10 20:59:00 - 2021-03-10 14:59:59 总数量： 38587\n",
      "载入文件： ZC主力连续_20210311.csv\n",
      "<csv.DictReader object at 0x0000028257E701C8>\n",
      "插入数据 2021-03-11 20:59:00 - 2021-03-11 14:59:59 总数量： 36944\n",
      "载入文件： ZC主力连续_20210312.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-03-12 20:59:00 - 2021-03-12 14:59:59 总数量： 38159\n",
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      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-03-15 20:59:00 - 2021-03-15 14:59:59 总数量： 37743\n",
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      "<csv.DictReader object at 0x0000028257EE6788>\n",
      "插入数据 2021-03-16 20:59:00 - 2021-03-16 14:59:59 总数量： 36260\n",
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      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-03-17 20:59:00 - 2021-03-17 14:59:59 总数量： 37242\n",
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      "<csv.DictReader object at 0x0000028257E701C8>\n",
      "插入数据 2021-03-18 20:59:00 - 2021-03-18 14:59:59 总数量： 37498\n",
      "载入文件： ZC主力连续_20210319.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-19 20:59:00 - 2021-03-19 14:59:59 总数量： 38271\n",
      "载入文件： ZC主力连续_20210322.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-03-22 20:59:00 - 2021-03-22 14:59:59 总数量： 39372\n",
      "载入文件： ZC主力连续_20210323.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-03-23 20:59:00 - 2021-03-23 14:59:59 总数量： 36454\n",
      "载入文件： ZC主力连续_20210324.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-24 20:59:00 - 2021-03-24 14:59:59 总数量： 37335\n",
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      "<csv.DictReader object at 0x00000282703044C8>\n",
      "插入数据 2021-03-25 20:59:00 - 2021-03-25 14:59:59 总数量： 36635\n",
      "载入文件： ZC主力连续_20210326.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-03-26 20:59:00 - 2021-03-26 14:59:59 总数量： 37870\n",
      "载入文件： ZC主力连续_20210329.csv\n",
      "<csv.DictReader object at 0x0000028258050108>\n",
      "插入数据 2021-03-29 20:59:00 - 2021-03-29 14:59:59 总数量： 36139\n",
      "载入文件： ZC主力连续_20210330.csv\n",
      "<csv.DictReader object at 0x0000028270AC6508>\n",
      "插入数据 2021-03-30 20:59:00 - 2021-03-30 14:59:59 总数量： 37330\n",
      "载入文件： ZC主力连续_20210331.csv\n",
      "<csv.DictReader object at 0x0000028257E01188>\n",
      "插入数据 2021-03-31 20:59:00 - 2021-03-31 14:59:59 总数量： 38874\n",
      "载入文件： ZC主力连续_20210401.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-04-01 20:59:00 - 2021-04-01 14:59:59 总数量： 37926\n",
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      "<csv.DictReader object at 0x0000028257E01188>\n",
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      "载入文件： ZC主力连续_20210406.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n",
      "插入数据 2021-04-06 08:59:00 - 2021-04-06 14:59:59 总数量： 24680\n",
      "载入文件： ZC主力连续_20210407.csv\n",
      "<csv.DictReader object at 0x0000028270AF76C8>\n",
      "插入数据 2021-04-07 20:59:00 - 2021-04-07 14:59:59 总数量： 39974\n",
      "载入文件： ZC主力连续_20210408.csv\n",
      "<csv.DictReader object at 0x0000028257F5CC08>\n",
      "插入数据 2021-04-08 20:59:00 - 2021-04-08 14:59:59 总数量： 37630\n",
      "载入文件： ZC主力连续_20210409.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-04-09 20:59:00 - 2021-04-09 14:59:59 总数量： 36954\n",
      "载入文件： ZC主力连续_20210412.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2021-04-12 20:59:00 - 2021-04-12 14:59:59 总数量： 37492\n",
      "载入文件： ZC主力连续_20210413.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-04-13 20:59:00 - 2021-04-13 14:59:59 总数量： 38425\n",
      "载入文件： ZC主力连续_20210414.csv\n",
      "<csv.DictReader object at 0x0000028257E6FDC8>\n",
      "插入数据 2021-04-14 20:59:00 - 2021-04-14 14:59:59 总数量： 39832\n",
      "载入文件： ZC主力连续_20210415.csv\n",
      "<csv.DictReader object at 0x0000028257E08808>\n",
      "插入数据 2021-04-15 20:59:00 - 2021-04-15 14:59:59 总数量： 39069\n",
      "载入文件： ZC主力连续_20210416.csv\n",
      "<csv.DictReader object at 0x0000028270B023C8>\n",
      "插入数据 2021-04-16 20:59:00 - 2021-04-16 14:59:59 总数量： 40377\n",
      "载入文件： ZC主力连续_20210419.csv\n",
      "<csv.DictReader object at 0x000002827021AF08>\n",
      "插入数据 2021-04-19 20:59:00 - 2021-04-19 14:59:59 总数量： 38776\n",
      "载入文件： ZC主力连续_20210420.csv\n",
      "<csv.DictReader object at 0x0000028270B5B0C8>\n",
      "插入数据 2021-04-20 20:59:00 - 2021-04-20 14:59:59 总数量： 35243\n",
      "载入文件： ZC主力连续_20210421.csv\n",
      "<csv.DictReader object at 0x0000028257EE6788>\n",
      "插入数据 2021-04-21 20:59:00 - 2021-04-21 14:59:59 总数量： 37671\n",
      "载入文件： ZC主力连续_20210422.csv\n",
      "<csv.DictReader object at 0x00000282705FFAC8>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "插入数据 2021-04-22 20:59:00 - 2021-04-22 14:59:59 总数量： 39991\n",
      "载入文件： ZC主力连续_20210423.csv\n",
      "<csv.DictReader object at 0x0000028257EA2688>\n",
      "插入数据 2021-04-23 20:59:00 - 2021-04-23 14:59:59 总数量： 39189\n",
      "载入文件： ZC主力连续_20210426.csv\n",
      "<csv.DictReader object at 0x0000028270B4DDC8>\n",
      "插入数据 2021-04-26 20:55:00 - 2021-04-26 14:59:59 总数量： 40006\n",
      "载入文件： ZC主力连续_20210427.csv\n",
      "<csv.DictReader object at 0x0000028270B35A08>\n",
      "插入数据 2021-04-27 20:55:00 - 2021-04-27 14:59:59 总数量： 39293\n",
      "载入文件： ZC主力连续_20210428.csv\n",
      "<csv.DictReader object at 0x0000028257E01188>\n",
      "插入数据 2021-04-28 20:55:00 - 2021-04-28 14:59:59 总数量： 40163\n",
      "载入文件： ZC主力连续_20210429.csv\n",
      "<csv.DictReader object at 0x0000028256D63C88>\n",
      "插入数据 2021-04-29 20:55:00 - 2021-04-29 14:59:59 总数量： 40801\n",
      "载入文件： ZC主力连续_20210430.csv\n",
      "<csv.DictReader object at 0x0000028270B05BC8>\n",
      "插入数据 2021-04-30 20:55:00 - 2021-04-30 14:59:59 总数量： 39775\n",
      "载入文件： ZC主力连续_20210506.csv\n",
      "<csv.DictReader object at 0x0000028257F56C88>\n",
      "插入数据 2021-05-06 08:55:00 - 2021-05-06 14:59:59 总数量： 24423\n",
      "载入文件： ZC主力连续_20210507.csv\n",
      "<csv.DictReader object at 0x0000028270AA6788>\n",
      "插入数据 2021-05-07 20:55:00 - 2021-05-07 14:59:59 总数量： 40528\n",
      "载入文件： ZC主力连续_20210510.csv\n",
      "<csv.DictReader object at 0x0000028258050108>\n",
      "插入数据 2021-05-10 20:55:00 - 2021-05-10 14:59:59 总数量： 40602\n",
      "载入文件： ZC主力连续_20210511.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-05-11 20:55:00 - 2021-05-11 14:59:59 总数量： 40070\n",
      "载入文件： ZC主力连续_20210512.csv\n",
      "<csv.DictReader object at 0x0000028257DF2288>\n",
      "插入数据 2021-05-12 20:55:00 - 2021-05-12 14:59:59 总数量： 39645\n",
      "载入文件： ZC主力连续_20210513.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-05-13 20:55:00 - 2021-05-13 14:59:59 总数量： 40119\n",
      "载入文件： ZC主力连续_20210514.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-05-14 20:55:00 - 2021-05-14 14:59:59 总数量： 37424\n",
      "载入文件： ZC主力连续_20210517.csv\n",
      "<csv.DictReader object at 0x0000028270B094C8>\n",
      "插入数据 2021-05-17 20:55:00 - 2021-05-17 14:59:59 总数量： 38522\n",
      "载入文件： ZC主力连续_20210518.csv\n",
      "<csv.DictReader object at 0x0000028257EA2688>\n",
      "插入数据 2021-05-18 20:55:00 - 2021-05-18 14:59:59 总数量： 34855\n",
      "载入文件： ZC主力连续_20210519.csv\n",
      "<csv.DictReader object at 0x0000028257F7D308>\n",
      "插入数据 2021-05-19 20:55:00 - 2021-05-19 14:59:59 总数量： 38665\n",
      "载入文件： ZC主力连续_20210520.csv\n",
      "<csv.DictReader object at 0x000002825804DEC8>\n",
      "插入数据 2021-05-20 20:55:00 - 2021-05-20 14:59:59 总数量： 34657\n",
      "载入文件： ZC主力连续_20210521.csv\n",
      "<csv.DictReader object at 0x0000028270AB5F08>\n",
      "插入数据 2021-05-21 20:55:00 - 2021-05-21 14:59:59 总数量： 39197\n",
      "载入文件： ZC主力连续_20210524.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-05-24 20:55:00 - 2021-05-24 14:59:59 总数量： 37759\n",
      "载入文件： ZC主力连续_20210525.csv\n",
      "<csv.DictReader object at 0x0000028257EE6788>\n",
      "插入数据 2021-05-25 20:55:00 - 2021-05-25 14:59:59 总数量： 34564\n",
      "载入文件： ZC主力连续_20210526.csv\n",
      "<csv.DictReader object at 0x0000028257DBD8C8>\n",
      "插入数据 2021-05-26 20:55:00 - 2021-05-26 14:59:59 总数量： 32846\n",
      "载入文件： ZC主力连续_20210527.csv\n",
      "<csv.DictReader object at 0x0000028257FB3908>\n",
      "插入数据 2021-05-27 20:55:00 - 2021-05-27 14:59:59 总数量： 37659\n",
      "载入文件： ZC主力连续_20210528.csv\n",
      "<csv.DictReader object at 0x0000028270AD4388>\n",
      "插入数据 2021-05-28 20:55:00 - 2021-05-28 14:59:59 总数量： 33693\n",
      "载入文件： ZC主力连续_20210531.csv\n",
      "<csv.DictReader object at 0x00000282703044C8>\n",
      "插入数据 2021-05-31 20:55:00 - 2021-05-31 14:59:59 总数量： 34222\n"
     ]
    }
   ],
   "source": [
    "def run_load_csv():\n",
    "    \"\"\"\n",
    "    遍历同一文件夹内所有csv文件，并且载入到数据库中\n",
    "    \"\"\"\n",
    "    for file in os.listdir(\"F://zc\"): \n",
    "        if not file.endswith(\".csv\"): \n",
    "            continue\n",
    "        \n",
    "        print(\"载入文件：\", file)\n",
    "        csv_load(file)\n",
    "def csv_load(file):\n",
    "    \"\"\"\n",
    "    读取csv文件内容，并写入到数据库中    \n",
    "    \"\"\"\n",
    "    prefix=re.match(\"[A-Z]{1,2}\",file.upper()).group()\n",
    "    with open(\"F://zc//\"+file, \"r\") as f:\n",
    "        reader = csv.DictReader(f)\n",
    "        print(reader)\n",
    "        ticks = []\n",
    "        start = None\n",
    "        count = 0\n",
    "        for item in reader:\n",
    "            # generate datetime\n",
    "            date = item[\"交易日\"]\n",
    "            second = item[\"最后修改时间\"]\n",
    "            millisecond = item[\"最后修改毫秒\"]\n",
    "            standard_time = date + \" \" + second + \".\" + millisecond\n",
    "            dt = datetime.strptime(standard_time, \"%Y%m%d %H:%M:%S.%f\")\n",
    "            # filter\n",
    "#             if dt.time() > time(15, 1) and dt.time() < time(20, 59):\n",
    "#                 continue\n",
    "#             print(\"载入品种:\",prefix)\n",
    "            tick = TickData(\n",
    "                symbol=prefix,\n",
    "                datetime=dt,\n",
    "                exchange=Exchange.LOCAL,\n",
    "                last_price=float(item[\"最新价\"]),\n",
    "                volume=float(item[\"数量\"]),\n",
    "                money=float(item[\"成交金额\"]),\n",
    "                open_interest=float(item[\"持仓量\"]),\n",
    "                bid_price_1=float(item[\"申买价一\"]),\n",
    "                bid_volume_1=float(item[\"申买量一\"]),\n",
    "                ask_price_1=float(item[\"申卖价一\"]),\n",
    "                ask_volume_1=float(item[\"申卖量一\"]),\n",
    "                gateway_name=\"DB\",       \n",
    "            )\n",
    "            ticks.append(tick)\n",
    "            # do some statistics\n",
    "            count += 1\n",
    "            if not start:\n",
    "                start = tick.datetime\n",
    "        end = tick.datetime\n",
    "        database_manager.save_tick_data(ticks)\n",
    "        print(\"插入数据\", start, \"-\", end, \"总数量：\", count)  \n",
    "#     os.remove(\"D://sc//\"+file)\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    run_load_csv()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "01d2bb53",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "077e0a25",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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